Below is some Python code to generate the embeddings using LangChain’s OpenAIEmbeddings. That currently defaults to OpenAI’s ada-2 model, so you don’t need to specify it.

The program works by reading a Python script as an input file, setting up a few parameters, then making a request to OpenAI’s Codex API for the conversion. It then attempts to compile the result.